Erasmus Medical Center
Gerda Bortsova Erasmus Medical Center g.bortsova@erasmusmc.nl

PhD candidate
E-mail: g.bortsova@erasmusmc.nl
Phone: +31-10-7038875
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Gerda received a Bachelor of Science degree in Information Systems from Kazakh-British Technical University (Almaty, Kazakhstan) in 2014 and a Master of Science degree in Informatics from Technical University of Munich (TUM) in 2017. The main focus of her Master’s program was computer vision, machine learning and artificial intelligence. As a part of her studies, she was involved in several projects on development of novel machine learning algorithms for biomedical image analysis under supervision of Dr. Tingying Peng, Prof. Dr. Nassir Navab (Computer Aided Medical Procedures, TUM) and Prof. Marleen de Bruijne (BIGR, Erasmus MC).

In April 2017, Gerda started her PhD at the Biomedical Imaging Group Rotterdam (BIGR) at Erasmus Medical Center. The focus of her PhD project is Weakly Labeled Deep Learning with applications to medical image analysis.


2018

G. Bortsova, F. Dubost, S. Ørting, I. Katramados, L. Hogeweg, L. Thomsen, M. Wille, M. de Bruijne

Deep learning from label proportions for emphysema quantification Inproceedings

International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 768–776, Springer, Cham, 2018.

Abstract | Links | BibTeX